{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "68caf208-7878-44f6-b597-d2f211102f0b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Requirement already satisfied: wordcloud in c:\\users\\lenovo\\appdata\\roaming\\python\\python39\\site-packages (1.9.3)\n",
      "Requirement already satisfied: matplotlib in e:\\anaconda3\\lib\\site-packages (from wordcloud) (3.5.2)\n",
      "Requirement already satisfied: pillow in e:\\anaconda3\\lib\\site-packages (from wordcloud) (9.2.0)\n",
      "Requirement already satisfied: numpy>=1.6.1 in e:\\anaconda3\\lib\\site-packages (from wordcloud) (1.21.5)\n",
      "Requirement already satisfied: pyparsing>=2.2.1 in e:\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (3.0.9)\n",
      "Requirement already satisfied: packaging>=20.0 in e:\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (21.3)\n",
      "Requirement already satisfied: cycler>=0.10 in e:\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (0.11.0)\n",
      "Requirement already satisfied: kiwisolver>=1.0.1 in e:\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (1.4.2)\n",
      "Requirement already satisfied: fonttools>=4.22.0 in e:\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (4.25.0)\n",
      "Requirement already satisfied: python-dateutil>=2.7 in e:\\anaconda3\\lib\\site-packages (from matplotlib->wordcloud) (2.8.2)\n",
      "Requirement already satisfied: six>=1.5 in e:\\anaconda3\\lib\\site-packages (from python-dateutil>=2.7->matplotlib->wordcloud) (1.16.0)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install wordcloud "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "ab18bff7-1b9c-4523-a50e-fec16121eeb4",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.font_manager import FontProperties\n",
    "from wordcloud import WordCloud\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "40de79a8-49b3-4b45-9391-980cbeb1e7b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 使用'gbk'编码读取CSV文件（此处应为'utf-8'，否则可能会出现编码错误）\n",
    "df = pd.read_csv(r'D:\\大学计算机\\大作业2\\爬取数据\\doubantop250.csv', encoding='utf-8')\n",
    "\n",
    "# 定义电影类型的列名\n",
    "category_column = '种类'  # 替换为实际的列名\n",
    "\n",
    "# 定义电影类型的列表\n",
    "genres = ['剧情', '音乐', '犯罪', '爱情', '喜剧', '家庭', '冒险', '动画', '奇幻', '歌舞',\n",
    "          '战争', '灾难', '西部', '同性', '悬疑', '惊悚', '纪录片', '科幻', '武侠',\n",
    "          '古装', '传记', '情色', '儿童', '动作', '历史', '运动']# ... 电影类型列表\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "3a3dd91e-e4d7-4270-8b60-27848a76c626",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 初始化类型计数字典\n",
    "genre_counts = {genre: 0 for genre in genres}\n",
    "\n",
    "# 遍历电影列表，统计各类型的数量\n",
    "categories_list = df[category_column].tolist()\n",
    "for category in categories_list:\n",
    "    for genre in genres:\n",
    "        if genre in category:\n",
    "            genre_counts[genre] += 1\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "b76b5a9e-b186-4a17-b5ef-6cfc7deb86bb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "类型计数：\n",
      "剧情: 184\n",
      "音乐: 9\n",
      "犯罪: 41\n",
      "爱情: 58\n",
      "喜剧: 52\n",
      "家庭: 20\n",
      "冒险: 50\n",
      "动画: 36\n",
      "奇幻: 41\n",
      "歌舞: 6\n",
      "战争: 15\n",
      "灾难: 2\n",
      "西部: 3\n",
      "同性: 8\n",
      "悬疑: 29\n",
      "惊悚: 33\n",
      "纪录片: 2\n",
      "科幻: 23\n",
      "武侠: 4\n",
      "古装: 9\n",
      "传记: 15\n",
      "情色: 2\n",
      "儿童: 4\n",
      "动作: 31\n",
      "历史: 8\n",
      "运动: 2\n"
     ]
    }
   ],
   "source": [
    "# 将计数转换为DataFrame\n",
    "counts_df = pd.DataFrame(list(genre_counts.items()), columns=['Genre', 'Count'])\n",
    "\n",
    "# 打印类型计数\n",
    "print(\"类型计数：\")\n",
    "for genre, count in genre_counts.items():\n",
    "    print(f\"{genre}: {count}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "9d7e765e-77c0-40b9-8192-23403f59ea61",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1200x600 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 设置支持中文的字体\n",
    "font = FontProperties(fname=r'C:\\Windows\\Fonts\\simhei.ttf', size=10)  # 调整字体路径\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "\n",
    "# 绘制条形图\n",
    "plt.figure(figsize=(12, 6))\n",
    "counts_df.sort_values(by='Count', ascending=False).plot(kind='bar', x='Genre', y='Count', color='skyblue', edgecolor='black')\n",
    "plt.title('类型计数（条形图）')\n",
    "plt.xlabel('类型')\n",
    "plt.ylabel('计数')\n",
    "plt.xticks(rotation=45, ha=\"right\", fontsize=8, fontproperties=font)\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "47ece8ab-cbde-47e5-8ddd-c1c03988fca0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制饼图\n",
    "plt.figure(figsize=(10, 10))\n",
    "plt.pie(counts_df['Count'], labels=counts_df['Genre'], autopct='%1.1f%%', startangle=90, colors=plt.cm.Paired.colors)\n",
    "plt.title('类型分布（饼图）')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "0cb3a55a-9808-4041-93d8-f345ea5319bb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 将所有类型连接为单个字符串\n",
    "all_genres = ' '.join(categories_list)\n",
    "#Set a font that supports Chinese characters\n",
    "font_path =r'c:\\Windows\\Fonts\\simhei.ttf'\n",
    "Font = FontProperties(fname=font_path,size=10)\n",
    "# 生成词云\n",
    "wordcloud = WordCloud(width=800, height=400, background_color='white',font_path=font_path).generate(all_genres)\n",
    "\n",
    "# 显示词云\n",
    "plt.figure(figsize=(10, 10))\n",
    "plt.imshow(wordcloud, interpolation='bilinear')\n",
    "plt.axis('off')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f6af758d-4eba-4d76-b499-aee9af2c974f",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
